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Award Abstract # 1931587
Collaborative Research: Frameworks: Cyberloop for Accelerated Bionanomaterials Design

NSF Org: OAC
Office of Advanced Cyberinfrastructure (OAC)
Recipient: THE REGENTS OF THE UNIVERSITY OF COLORADO
Initial Amendment Date: September 9, 2019
Latest Amendment Date: August 18, 2022
Award Number: 1931587
Award Instrument: Standard Grant
Program Manager: Varun Chandola
vchandol@nsf.gov
 (703)292-2656
OAC
 Office of Advanced Cyberinfrastructure (OAC)
CSE
 Directorate for Computer and Information Science and Engineering
Start Date: October 1, 2019
End Date: September 30, 2024 (Estimated)
Total Intended Award Amount: $620,000.00
Total Awarded Amount to Date: $674,961.00
Funds Obligated to Date: FY 2019 = $620,000.00
FY 2022 = $54,961.00
History of Investigator:
  • Hendrik Heinz (Principal Investigator)
    hendrik.heinz@colorado.edu
Recipient Sponsored Research Office: University of Colorado at Boulder
3100 MARINE ST
Boulder
CO  US  80309-0001
(303)492-6221
Sponsor Congressional District: 02
Primary Place of Performance: University of Colorado at Boulder
Boulder
CO  US  80303-1058
Primary Place of Performance
Congressional District:
02
Unique Entity Identifier (UEI): SPVKK1RC2MZ3
Parent UEI:
NSF Program(s): OFFICE OF MULTIDISCIPLINARY AC,
DMR SHORT TERM SUPPORT,
Software Institutes
Primary Program Source: 01002223DB NSF RESEARCH & RELATED ACTIVIT
01001920DB NSF RESEARCH & RELATED ACTIVIT
Program Reference Code(s): 026Z, 054Z, 077Z, 4444, 7237, 7295, 7925, 8004, 8037, 8396, 8397, 8614, 9102, 9216, 9263
Program Element Code(s): 125300, 171200, 800400
Award Agency Code: 4900
Fund Agency Code: 4900
Assistance Listing Number(s): 47.049, 47.070

ABSTRACT

The evolution of biological and materials systems must be understood at many scales in order to achieve groundbreaking advances. Areas that are impacted include the health sciences, materials sciences, energy conversion, sustainability, and overall quality of life. Molecular simulations using complex models and configurations play an increasing role in such efforts. They address the limitations of experiments which study events over very small time and length scales. Such simulations require great expertise due to the complexity of the systems being studied. and the tools being used. This is particularly true for systems containing both inorganic and biological materials. This project will help researchers to quickly set up complex simulations, carry out the simulations with high accuracy, and assess uncertainties in the results. They will help develop the Cyberloop computational infrastructure. Cyberloop will dramatically reduce the time required to perform state-of-the-art simulations. They will also help to educate the next generation of researchers in this important field.

Cyberloop will integrate three existing successful platforms for soft matter and solid state simulations (IFF, OpenKIM, and CHARMM-GUI) into a single unified framework. These systems will work together to enable users to set up complex bionanomaterial configurations, select reliable validated force fields, generate input scripts for popular simulation platforms, and assess the uncertainty in the results. The integration of these tools requires a host of technological and scientific innovations including: automated charge assignment protocols and file conversions, expansion of the Interface force field (IFF) to new systems, generation of new surface models, extension of the Open Knowledgebase of Interatomic Models (OpenKIM) to bonded force fields, development of machine learning based force field selection and uncertainty tools, and development of new Nanomaterial Builder and Bionano Builder modules in CHARMM-GUI. Cyberloop fulfils a critical need in the user community to discover and engineer new multi-component bionanomaterials to create the next generation of therapeutics, materials for energy conversion, and ultrastrong composites. The project will facilitate the training of graduate students, undergraduate students, and postdoctoral scholars, including underrepresented and minority students, at the participating institutions to prepare an interdisciplinary scientific workforce with significant experience in cyber-enabled technology. Online educational materials and tutorials will help increase participation in bionanomaterial research across academia and government.

This award is jointly supported by the NSF Office of Advanced Cyberinfrastructure, and the Division of Materials Research and the Division of Chemistry within the NSF Directorate of Mathematical and Physical Sciences.

This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.

PUBLICATIONS PRODUCED AS A RESULT OF THIS RESEARCH

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(Showing: 1 - 10 of 25)
Akkineni, Susrut and Zhu, Cheng and Chen, Jiajun and Song, Miao and Hoff, Samuel E. and Bonde, Johan and Tao, Jinhui and Heinz, Hendrik and Habelitz, Stefan and De Yoreo, James J. "Amyloid-like amelogenin nanoribbons template mineralization via a low-energy interface of ion binding sites" Proceedings of the National Academy of Sciences , v.119 , 2022 https://doi.org/10.1073/pnas.2106965119 Citation Details
Choi, Yeol Kyo and Kern, Nathan R. and Kim, Seonghan and Kanhaiya, Krishan and Afshar, Yaser and Jeon, Sun Hee and Jo, Sunhwan and Brooks, Bernard R. and Lee, Jumin and Tadmor, Ellad B. and Heinz, Hendrik and Im, Wonpil "CHARMM-GUI Nanomaterial Modeler for Modeling and Simulation of Nanomaterial Systems" Journal of Chemical Theory and Computation , v.18 , 2022 https://doi.org/10.1021/acs.jctc.1c00996 Citation Details
Gissinger, Jacob R and Nikiforov, Ilia and Afshar, Yaser and Waters, Brendon and Choi, Moon-ki and Karls, Daniel S and Stukowski, Alexander and Im, Wonpil and Heinz, Hendrik and Kohlmeyer, Axel and Tadmor, Ellad B "Type Label Framework for Bonded Force Fields in LAMMPS" The Journal of Physical Chemistry B , v.128 , 2024 https://doi.org/10.1021/acs.jpcb.3c08419 Citation Details
Heinz, Ozge and Heinz, Hendrik "Cement Interfaces: Current Understanding, Challenges, and Opportunities" Langmuir , v.37 , 2021 https://doi.org/10.1021/acs.langmuir.1c00617 Citation Details
Hoff, Samuel E. and Di Silvio, Desiré and Ziolo, Ronald F. and Moya, Sergio E. and Heinz, Hendrik "Patterning of Self-Assembled Monolayers of Amphiphilic Multisegment Ligands on Nanoparticles and Design Parameters for Protein Interactions" ACS Nano , v.16 , 2022 https://doi.org/10.1021/acsnano.1c08695 Citation Details
Hoff, Samuel E. and Liu, Juan and Heinz, Hendrik "Binding mechanism and binding free energy of amino acids and citrate to hydroxyapatite surfaces as a function of crystallographic facet, pH, and electrolytes" Journal of Colloid and Interface Science , v.605 , 2022 https://doi.org/10.1016/j.jcis.2021.07.109 Citation Details
Huang, Jin and Peng, Bosi and Zhu, Cheng and Xu, Mingjie and Liu, Yang and Liu, Zeyan and Zhou, Jingxuan and Wang, Sibo and Duan, Xiangfeng and Heinz, Hendrik and Huang, Yu "Surface molecular pump enables ultrahigh catalyst activity" Science Advances , v.10 , 2024 https://doi.org/10.1126/sciadv.ado3942 Citation Details
Jamil, Tariq and Javadi, Ali and Heinz, Hendrik "Mechanism of molecular interaction of acrylate-polyethylene glycol acrylate copolymers with calcium silicate hydrate surfaces" Green Chemistry , v.22 , 2020 10.1039/C9GC03287H Citation Details
Jordan J. Winetrout, Krishan Kanhaiya "Implementing Reactivity in Molecular Dynamics Simulations with the Interface Force Field (IFF-R) and Other Harmonic Force Fields" ArXivorg , 2021 Citation Details
Kanhaiya, Krishan and Heinz, Hendrik "Adsorption and Diffusion of Oxygen on Pure and Partially Oxidized Metal Surfaces in Ultrahigh Resolution" Nano Letters , v.22 , 2022 https://doi.org/10.1021/acs.nanolett.2c00490 Citation Details
Kanhaiya, Krishan and Kim, Seonghan and Im, Wonpil and Heinz, Hendrik "Accurate simulation of surfaces and interfaces of ten FCC metals and steel using LennardJones potentials" npj Computational Materials , v.7 , 2021 https://doi.org/10.1038/s41524-020-00478-1 Citation Details
(Showing: 1 - 10 of 25)

PROJECT OUTCOMES REPORT

Disclaimer

This Project Outcomes Report for the General Public is displayed verbatim as submitted by the Principal Investigator (PI) for this award. Any opinions, findings, and conclusions or recommendations expressed in this Report are those of the PI and do not necessarily reflect the views of the National Science Foundation; NSF has not approved or endorsed its content.

We developed an integrated cyberinfrastructure for molecular dynamics simulations of nanomaterials and biomaterials from atoms to micrometers in high accuracy and with high level automation, suitable for use by experts and significantly lowering the barrier for use by non-experts. We integrated the INTERFACE force field (IFF) and the IFF surface model database for a wide range of inorganic materials into CHARMM-GUI and OpenKIM, resulting in a new CHARMM-GUI Nanomaterial Modeler as a web-based interactive platform for the simulation of inorganic, organic, and biological hybrid materials ("bionanomaterials"). OpenKIM expanded the functionality for bonded force fields and includes new tests aimed at the comparison of bonded force fields to guide users in model selection. IFF was developed into a reactive INTERFACE force field, IFF-R, including metals, oxides, minerals, 2D materials, gases, as well as compatibility with solvents, drugs, proteins, DNA, lipids, polymers, and trillions of materials combinations. The new cyberinfrastructure has over ten thousand users. Usage metrics at the time of closeout include more than 100,000 pageviews annually, 1,000,000 compute jobs submitted annually, 30,000 content downloads annually, and impacts of such usage in thousands of scientific publications, biomaterial, and nanomaterial developments.

The cyberinfrastructure is open source and helps accelerate the discovery of new functional biomaterials, medicines, catalysts, and composite materials. The tools include standardized simulation protocols and enable a better comparison among existing interatomic potentials to guide new researchers in the field. The project supported the training of more than 3 postdocs, 6 graduate students, 15 undergraduate students, and generates usage in government laboratories and multinational companies in addition to academic research. The team published over 25 papers from this project, introducing the tools and showing first applications, including in Nature Materials, Advanced Materials, and Proceedings of the National Academy of Sciences.


Last Modified: 11/04/2024
Modified by: Hendrik Heinz

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